PredictorProjGPT

介紹

PredictorProjGPT 提示框架能夠接受效能測試結果作為輸入，並提供包含映射到對應資料幀物件的關鍵效能指標 (KPI) 的輸出。

OpenAI 文件：https://platform.openai.com/docs/libraries/python-library

先決條件

1.OpenAI API金鑰
2.OpenAI 包
3. 熊貓包
4. Streamlit 包

安裝軟體包

1.安裝OpenAI軟體包

 pip install openai

2.安裝熊貓

 pip install pandas

3.安裝Streamlit

 pip install streamlit

輸出

輸入效能測試報告提示

 A performance test was conducted on 24th April 2020 on a Salesforce application. The following observation was 
recorded by a performance tester after conclusion of the test.
Configuration:
1. There are total 40 transactions involved. The wait time between each transaction is 5 seconds.
2. Total Pacing Time is configured as 180 seconds.
    
Summary:
1. Average Response Time for the entire duration of the test was 6.5 seconds.
2. CPU Utilization peaked 75% in the first hour of the steady state.
3. Memory Consumption of 88% was observed at the last hour of the steady state.
4. Entire duration of the test was 5 hours. Endurance Test was performed.
5. Observed 10% error on the entire duration of the test
6. Predict the outcome

最終結果


安裝

1. 將儲存庫複製到您的專案目錄中

 git clone 'enter repository url here'

2. 建立形象

 docker build -t predictor-gpt-app .

2.運行容器

 docker run -it predictor-gpt-app

更新 - 18/03/2024

 1. Recent Changes in OpenAI commands - https://github.com/openai/openai-python

 2. OpenAI secret key is now stored as environment variable